ToPs: Ensemble Learning with Trees of Predictors.
Jinsung YoonWilliam R. ZameMihaela van der SchaarPublished in: CoRR (2017)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- decision trees
- random forest
- decision stumps
- ensemble classifier
- weak learners
- concept drift
- base learners
- base classifiers
- mutual subspace method
- unlabeled data
- nearest neighbor
- feature selection
- benchmark datasets
- random forests
- image classification
- text mining
- genetic algorithm